Isabel Funke

According to our database, Isabel Funke authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AIxSuture: vision-based assessment of open suturing skills.

Hanna Hoffmann, Isabel Funke, Philipp Peters, Danush Kumar Venkatesh, Jan Egger, Dominik Rivoir, Rainer Röhrig, Frank Hölzle, Sebastian Bodenstedt, Marie-Christin Willemer, Stefanie Speidel, Behrus Puladi

Int. J. Comput. Assist. Radiol. Surg., June, 2024

On the pitfalls of Batch Normalization for end-to-end video learning: A study on surgical workflow analysis.

Dominik Rivoir, Isabel Funke, Stefanie Speidel

Medical Image Anal., 2024

2023

TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition.

Isabel Funke, Dominik Rivoir, Stefanie Krell, Stefanie Speidel

CoRR, 2023

Metrics Matter in Surgical Phase Recognition.

Isabel Funke, Dominik Rivoir, Stefanie Speidel

CoRR, 2023

2022

Gesture Recognition in Robotic Surgery With Multimodal Attention.

Beatrice van Amsterdam, Isabel Funke, Eddie Edwards, Stefanie Speidel, Justin Collins, Ashwin Sridhar, John D. Kelly, Matthew J. Clarkson, Danail Stoyanov

IEEE Trans. Medical Imaging, 2022

2020

Rethinking Anticipation Tasks: Uncertainty-Aware Anticipation of Sparse Surgical Instrument Usage for Context-Aware Assistance.

Dominik Rivoir, Sebastian Bodenstedt, Isabel Funke, Felix von Bechtolsheim, Marius Distler, Jürgen Weitz, Stefanie Speidel

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Video-based surgical skill assessment using 3D convolutional neural networks.

Isabel Funke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel

Int. J. Comput. Assist. Radiol. Surg., 2019

Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation.

Micha Pfeiffer, Isabel Funke, Maria R. Robu, Sebastian Bodenstedt, Leon Strenger, Sandy Engelhardt, Tobias Roß, Matthew J. Clarkson, Kurinchi Gurusamy, Brian R. Davidson, Lena Maier-Hein, Carina Riediger, Thilo Welsch, Jürgen Weitz, Stefanie Speidel

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video.

Isabel Funke, Sebastian Bodenstedt, Florian Oehme, Felix von Bechtolsheim, Jürgen Weitz, Stefanie Speidel

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Generative adversarial networks for specular highlight removal in endoscopic images.

Isabel Funke, Sebastian Bodenstedt, Carina Riediger, Jürgen Weitz, Stefanie Speidel

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Temporal Coherence-based Self-supervised Learning for Laparoscopic Workflow Analysis.

Isabel Funke, Alexander Jenke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel, Sebastian Bodenstedt

Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

Interactive health insight miner: an adaptive, semantic-based approach.

Isabel Funke, Rim Helaoui, Aki Härmä

Proceedings of the 11th International Conference on Natural Language Generation, 2018